Triple

T12119416
Position Surface form Disambiguated ID Type / Status
Subject NCCDPHP E288650 entity
Predicate program P804 FINISHED
Object Racial and Ethnic Approaches to Community Health program
The Racial and Ethnic Approaches to Community Health (REACH) program is a CDC initiative that funds and supports community-driven efforts to reduce chronic disease disparities and improve health outcomes among racial and ethnic minority populations in the United States.
E962971 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Racial and Ethnic Approaches to Community Health program | Statement: [NCCDPHP, program, Racial and Ethnic Approaches to Community Health program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Racial and Ethnic Approaches to Community Health program
Context triple: [NCCDPHP, program, Racial and Ethnic Approaches to Community Health program]
  • A. Office of Minority Health
    The Office of Minority Health is a U.S. federal agency dedicated to improving the health of racial and ethnic minority populations and reducing health disparities nationwide.
  • B. Office for Health Improvement and Disparities
    The Office for Health Improvement and Disparities is a UK government body responsible for leading national efforts to improve public health and reduce health inequalities across the population.
  • C. Behavioral Risk Factor Surveillance System
    The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
  • D. Bureau of Community Health and Prevention
    The Bureau of Community Health and Prevention is a division of Massachusetts’ public health system that focuses on promoting wellness and preventing disease through community-based programs, policy initiatives, and health education.
  • E. Urban Health Collaborative
    The Urban Health Collaborative is a research center focused on studying and improving health in cities, housed within Drexel University’s Dornsife School of Public Health.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Racial and Ethnic Approaches to Community Health program
Triple: [NCCDPHP, program, Racial and Ethnic Approaches to Community Health program]
Generated description
The Racial and Ethnic Approaches to Community Health (REACH) program is a CDC initiative that funds and supports community-driven efforts to reduce chronic disease disparities and improve health outcomes among racial and ethnic minority populations in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Racial and Ethnic Approaches to Community Health program
Target entity description: The Racial and Ethnic Approaches to Community Health (REACH) program is a CDC initiative that funds and supports community-driven efforts to reduce chronic disease disparities and improve health outcomes among racial and ethnic minority populations in the United States.
  • A. Office of Minority Health
    The Office of Minority Health is a U.S. federal agency dedicated to improving the health of racial and ethnic minority populations and reducing health disparities nationwide.
  • B. Office for Health Improvement and Disparities
    The Office for Health Improvement and Disparities is a UK government body responsible for leading national efforts to improve public health and reduce health inequalities across the population.
  • C. Behavioral Risk Factor Surveillance System
    The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
  • D. Bureau of Community Health and Prevention
    The Bureau of Community Health and Prevention is a division of Massachusetts’ public health system that focuses on promoting wellness and preventing disease through community-based programs, policy initiatives, and health education.
  • E. Urban Health Collaborative
    The Urban Health Collaborative is a research center focused on studying and improving health in cities, housed within Drexel University’s Dornsife School of Public Health.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91577a03c81909add7a5d7324a648 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f682397c819085a86a98e079660b completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fdea1afc8190b39557fdc571e300 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5fef775508190ab3be470821c5a50 completed May 2, 2026, 1:41 p.m.
Created at: April 8, 2026, 9:49 p.m.